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Comparison · Collab
Linear vs SiYuan
A side-by-side editorial comparison of Linear and SiYuan — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:mcp
Linear vs SiYuan: at a glance
What is Linear?
Linear stopped being where work is described and became where it gets started.
Linear's recent output is dominated by one thread: an in-product agent. Linear Agent shipped, gained MCP so it can reach tools outside the workspace, and picked up intake from Intercom, Zendesk and Gong plus a deeplink handoff into external coding tools. Around it sits steady tracker work — team owners and permissions, multi-level sub-teams, time-in-status, advanced AND/OR filters, Releases, web forms for Asks, and a broad UI refresh.
What is SiYuan?
SiYuan's 3.8 alpha turns the note vault into an agent surface: embeddings, reranking, MCP.
SiYuan runs a rolling alpha train in which each release restates the cumulative changelog of the one before it, so the feed reads as repetition unless you track first appearances. The 3.7.4 alphas were a long run of platform polish — Android and HarmonyOS audio recording, S Pen hover on tablets, mobile font import, sync performance, drag-and-drop cues. Then 3.8.0-alpha.1 opened a new block with three things absent from that line: OIDC authentication, an AI Agent with embedding-based semantic search and reranking, and Model Context Protocol support.
Linear vs SiYuan: editorial side-by-side
Linear
0.0COLLABPM
Linear stopped being where work is described and became where it gets started.
◆ Current state
Linear's recent output is dominated by one thread: an in-product agent. Linear Agent shipped, gained MCP so it can reach tools outside the workspace, and picked up intake from Intercom, Zendesk and Gong plus a deeplink handoff into external coding tools. Around it sits steady tracker work — team owners and permissions, multi-level sub-teams, time-in-status, advanced AND/OR filters, Releases, web forms for Asks, and a broad UI refresh.
◆ Where it's heading
The centre of gravity is moving from recording work to attempting it. Each release widens the agent's reach in a different direction: MCP for tools, support integrations for intake, deeplinks for handoff to coding agents. The conventional tracker features increasingly read as the substrate the agent operates on rather than the product itself.
◆ Prediction
Expect the next moves to deepen agent context and control rather than add tracker surface — more MCP-reachable actions, and permissions or review steps governing what the agent may do on its own.
SiYuan
6.3COLLAB
SiYuan's 3.8 alpha turns the note vault into an agent surface: embeddings, reranking, MCP.
◆ Current state
SiYuan runs a rolling alpha train in which each release restates the cumulative changelog of the one before it, so the feed reads as repetition unless you track first appearances. The 3.7.4 alphas were a long run of platform polish — Android and HarmonyOS audio recording, S Pen hover on tablets, mobile font import, sync performance, drag-and-drop cues. Then 3.8.0-alpha.1 opened a new block with three things absent from that line: OIDC authentication, an AI Agent with embedding-based semantic search and reranking, and Model Context Protocol support.
◆ Where it's heading
The 3.7.4 line was about making an existing editor pleasant on more devices; 3.8.0 is about making the vault legible to something other than a human. Semantic search over the note graph plus an MCP server positions the personal knowledge base as a context source for external agents, and OIDC landing in the same release suggests the multi-user and self-hosted deployments that make agent access worth governing. The alpha train will keep restating this block verbatim until 3.8.0 stabilizes, so the feed will understate how much has changed.
◆ Prediction
The AI Agent and MCP features will likely accumulate configuration surface across the remaining 3.8.0 alphas — model and embedding-provider choice, and scoping of which notebooks an agent may read — before a stable release.
Alternatives to Linear and SiYuan
Other Collab products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Linear or SiYuan.
Read the Docs
Read the Docs deploys weekly, and almost all of it is rebuilding how builds run.
Zoho Projects
Zoho Projects makes time tracking the product's center of gravity, and lets Zia build the schema.
Discord
Discord is turning the chat client into a storefront and Nitro into a rewards program.
Monday.com
monday.com is building the control room for AI it already sold customers on.
Jira
Jira is being pushed upward — from tracking the work to judging its cost, risk and business health.
See all Linear alternatives → · See all SiYuan alternatives →
Recent activity from Linear and SiYuan
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 11h agoSiYuanSiYuan 3.8.0-alpha.2 restates the 3.8.0 changelog unchanged
- 1d agoSiYuanSiYuan 3.8.0-alpha.1 adds an AI agent, semantic search and MCP support ⚡
- 3d agoSiYuanSiYuan 3.7.4-alpha.6 adds document-tab dragging into the Documents panel
- 4d agoSiYuanSiYuan 3.7.4-alpha.5 speeds up opening the Add to Database list
- 4d agoSiYuanSiYuan 3.7.4-alpha.4 adds S Pen hover for block popovers on Android tablets
- 6d agoSiYuanSiYuan 3.7.4-alpha.3 improves built-in Pandoc storage and upgrade compatibility
- 1mo agoLinearCoding sessions in Linear ⚡
- 2mo agoLinearTeam documents
- 2mo agoLinearLinear Diffs
- 2mo agoLinearProject Slack channels
- 2mo agoLinearCode Intelligence ⚡
- 3mo agoLinearReleases
Frequently asked questions
What is the difference between Linear and SiYuan?
Both compete on the same themes — mcp — within Collab. SiYuan is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Linear better than SiYuan?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. SiYuan is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Collab products to evaluate alongside.
What are the best alternatives to Linear?
Top Linear alternatives in Collab are ranked by recent ship velocity. Browse the "Linear alternatives" section above for the current picks, or visit /alternatives/linear for the full list with editorial commentary on each.
What are the best alternatives to SiYuan?
Top SiYuan alternatives in Collab are ranked by recent ship velocity. Browse the "SiYuan alternatives" section above for the current picks, or visit /alternatives/siyuan for the full list with editorial commentary on each.